{"id":"W2058611861","doi":"10.1016/s0886-3350(02)01267-1","title":"Topography-based screening for previous laser in situ keratomileusis to correct myopia","year":2002,"lang":"en","type":"article","venue":"Journal of Cataract & Refractive Surgery","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Microkeratome; Keratomileusis; LASIK; Dioptre; Ophthalmology; Cornea; Medicine; Corneal topography; Refractive surgery; Optometry; Refractive error; Algorithm; Mathematics; Eye disease; Visual acuity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079835,0.0002395613,0.0008936829,0.001032269,0.00008088297,0.00003540628,0.00009151166,0.0001193966,0.0002465399],"category_scores_gemma":[0.001646213,0.0002061081,0.0007787232,0.000787282,0.00003822474,0.0003782896,0.00001609948,0.0004449806,0.00001720094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199764,"about_ca_system_score_gemma":0.0002032881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005303973,"about_ca_topic_score_gemma":0.00004743621,"domain_scores_codex":[0.9979619,0.0001234862,0.0008434535,0.0002489878,0.0004078552,0.0004143134],"domain_scores_gemma":[0.9959794,0.002459239,0.0005470379,0.0002364645,0.0004276446,0.0003502314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.010611,0.001901614,0.5113571,0.0002120305,0.0003816943,0.0008203933,0.0005652895,0.0004869152,0.004418248,0.000003426444,0.06628358,0.4029588],"study_design_scores_gemma":[0.004232767,0.001315075,0.7181628,0.001983009,0.0004380044,0.000326853,0.0006464605,0.000487517,0.01932173,0.0000652676,0.252226,0.000794534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928195,0.001029843,0.001855131,0.00270702,0.000555806,0.0004314324,0.00001743717,0.00001906188,0.0005647005],"genre_scores_gemma":[0.9956082,0.0002244914,0.0007499316,0.002867869,0.0003093772,0.00002531522,0.00002005937,0.00003412971,0.0001607052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4021642,"threshold_uncertainty_score":0.8404847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04303359316362842,"score_gpt":0.2934314243722509,"score_spread":0.2503978312086225,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}